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AI Humanize MCP Server

Source

Mirror of

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Overview

AI Humanize MCP Server is a powerful Model Context Protocol (MCP) server designed to refine AI-generated content, making it sound more natural and human-like. It utilizes advanced AI detection and text enhancement capabilities to improve the quality of text.

To use the AI Humanize MCP Server, you can either install it via npx or by cloning the source code. After installation, configure it with Claude Desktop to start detecting and enhancing AI-generated text.

  • 🤖 AI Detection: Accurately identify AI-generated content. - 👤 Natural Language Enhancement: Transform robotic text into natural human-like writing. - ⭐ Grammar Perfection: Ensure flawless grammatical accuracy. - 📋 Readability Optimization: Improve text flow and comprehension. - 📏 Length Control: Adjust content length while preserving meaning. - ⚖️ Term Preservation: Maintain specific terminology and key phrases.
  1. Enhancing AI-generated articles for better readability.
  2. Detecting AI-written content in academic submissions.
  3. Improving marketing copy generated by AI tools.

Add to your AI client

Use these steps to connect AI Humanize MCP Server in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "text2go-ai-humanizer-mcp-server-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-text2go-ai-humanizer-mcp-server-mcp-mirror"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "text2go-ai-humanizer-mcp-server-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-text2go-ai-humanizer-mcp-server-mcp-mirror"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "text2go-ai-humanizer-mcp-server-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-text2go-ai-humanizer-mcp-server-mcp-mirror"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "text2go-ai-humanizer-mcp-server-mcp-mirror": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-text2go-ai-humanizer-mcp-server-mcp-mirror"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "text2go-ai-humanizer-mcp-server-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-text2go-ai-humanizer-mcp-server-mcp-mirror"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "text2go-ai-humanizer-mcp-server-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-text2go-ai-humanizer-mcp-server-mcp-mirror"
      ]
    }
  }
}

FAQ

Can this server enhance all types of text?

Yes! It can enhance various types of text, including articles, essays, and marketing content.

Is there a specific environment required to run the server?

Yes! You need Node.js version 16 or higher and the latest version of Claude Desktop.

How does the AI detection feature work?

The server analyzes the text structure and patterns to determine if it is AI-generated.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":1208,"uuid":"5694a4d5-d131-422e-8ace-9ac3b753ac5d","name":"Text2Go_ai-humanizer-mcp-server","title":"AI Humanize MCP Server","description":"Mirror of","avatar_url":"https://avatars.githubusercontent.com/u/192820360?v=4","created_at":"2025-01-28T02:38:08.615+00:00","updated_at":"2025-02-23T07:20:28.621+00:00","status":"created","author_name":"MCP-Mirror","author_avatar_url":"https://avatars.githubusercontent.com/u/192820360?v=4","tags":"text2go,ai-humanizer,mcp-server","category":"developer-tools","is_featured":false,"sort":1,"url":"https://github.com/MCP-Mirror/Text2Go_ai-humanizer-mcp-server","target":"_self","content":"$29","summary":"$2a","img_url":"https://github.com/MCP-Mirror/Text2Go_ai-humanizer-mcp-server/raw/main/image/screenshot.png","type":null,"metadata":null,"user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

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